querybook

Querybook is a Big Data Querying UI, combining collocated table metadata and a simple notebook interface. Maintained by pinterest on GitHub, where it has earned 2,265 stars from the community.

It's actively developed around analyses, celery, charting, and is a solid reference for anyone building with these tools.